Bw4 ligand and direct T-cell receptor binding induced selection on HLA A and B alleles

被引:0
作者
Levi, Reut [1 ]
Levi, Lee [1 ]
Louzoun, Yoram [1 ]
机构
[1] Bar Ilan Univ, Dept Math, Ramat Gan, Israel
来源
FRONTIERS IN IMMUNOLOGY | 2023年 / 14卷
关键词
selection; HLA; balancing; machine learning; allele; Bw4; T cell receptor; TERM BALANCING SELECTION; NATURAL-SELECTION; CRYSTAL-STRUCTURE; COMPLEX; MHC; GENE; POLYMORPHISM; SIGNATURES; EVOLUTION; PEPTIDES;
D O I
10.3389/fimmu.2023.1236080
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
IntroductionThe HLA region is the hallmark of balancing selection, argued to be driven by the pressure to present a wide variety of viral epitopes. As such selection on the peptide-binding positions has been proposed to drive HLA population genetics. MHC molecules also directly binds to the T-Cell Receptor and killer cell immunoglobulin-like receptors (KIR).MethodsWe here combine the HLA allele frequencies in over six-million Hematopoietic Stem Cells (HSC) donors with a novel machine-learning-based method to predict allele frequency.ResultsWe show for the first time that allele frequency can be predicted from their sequences. This prediction yields a natural measure for selection. The strongest selection is affecting KIR binding regions, followed by the peptide-binding cleft. The selection from the direct interaction with the KIR and TCR is centered on positively charged residues (mainly Arginine), and some positions in the peptide-binding cleft are not associated with the allele frequency, especially Tyrosine residues.DiscussionThese results suggest that the balancing selection for peptide presentation is combined with a positive selection for KIR and TCR binding.
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页数:10
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